{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "986496a2",
   "metadata": {},
   "outputs": [],
   "source": [
    "%matplotlib inline\n",
    "\n",
    "import pandas as pd\n",
    "import geopandas as gpd\n",
    "import matplotlib.pyplot as plt"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "0db2d502",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>MEGA_NM</th>\n",
       "      <th>MEGA_CD</th>\n",
       "      <th>CTY_CD</th>\n",
       "      <th>CTY_NM</th>\n",
       "      <th>X_AXIS</th>\n",
       "      <th>Y_AXIS</th>\n",
       "      <th>TOTAL</th>\n",
       "      <th>종합전문병</th>\n",
       "      <th>한방병원</th>\n",
       "      <th>치과병원</th>\n",
       "      <th>한의원</th>\n",
       "      <th>조산원</th>\n",
       "      <th>일반병원</th>\n",
       "      <th>요양병원</th>\n",
       "      <th>의원</th>\n",
       "      <th>치과의원</th>\n",
       "      <th>종합병원</th>\n",
       "      <th>소유권</th>\n",
       "      <th>배포처</th>\n",
       "      <th>geometry</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>경상남도</td>\n",
       "      <td>48</td>\n",
       "      <td>4831</td>\n",
       "      <td>거제시</td>\n",
       "      <td>447750</td>\n",
       "      <td>262050</td>\n",
       "      <td>20</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>GIS United INC.</td>\n",
       "      <td>biz-gis.com</td>\n",
       "      <td>POINT (338825.915 162946.474)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>경기도</td>\n",
       "      <td>41</td>\n",
       "      <td>4182</td>\n",
       "      <td>가평군</td>\n",
       "      <td>343650</td>\n",
       "      <td>578250</td>\n",
       "      <td>31</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>GIS United INC.</td>\n",
       "      <td>biz-gis.com</td>\n",
       "      <td>POINT (231447.425 478114.975)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>경기도</td>\n",
       "      <td>41</td>\n",
       "      <td>4182</td>\n",
       "      <td>가평군</td>\n",
       "      <td>337850</td>\n",
       "      <td>581450</td>\n",
       "      <td>31</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>GIS United INC.</td>\n",
       "      <td>biz-gis.com</td>\n",
       "      <td>POINT (225613.220 481253.114)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>강원도</td>\n",
       "      <td>42</td>\n",
       "      <td>4215</td>\n",
       "      <td>강릉시</td>\n",
       "      <td>485750</td>\n",
       "      <td>564250</td>\n",
       "      <td>18</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>GIS United INC.</td>\n",
       "      <td>biz-gis.com</td>\n",
       "      <td>POINT (373720.794 465626.757)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>강원도</td>\n",
       "      <td>42</td>\n",
       "      <td>4215</td>\n",
       "      <td>강릉시</td>\n",
       "      <td>491750</td>\n",
       "      <td>556950</td>\n",
       "      <td>18</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>GIS United INC.</td>\n",
       "      <td>biz-gis.com</td>\n",
       "      <td>POINT (379800.430 458388.160)</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "  MEGA_NM MEGA_CD CTY_CD CTY_NM  X_AXIS  Y_AXIS  TOTAL  종합전문병  한방병원  치과병원   \n",
       "0    경상남도      48   4831    거제시  447750  262050     20      0     0     0  \\\n",
       "1     경기도      41   4182    가평군  343650  578250     31      0     0     0   \n",
       "2     경기도      41   4182    가평군  337850  581450     31      0     0     0   \n",
       "3     강원도      42   4215    강릉시  485750  564250     18      0     0     0   \n",
       "4     강원도      42   4215    강릉시  491750  556950     18      0     0     0   \n",
       "\n",
       "   한의원  조산원  일반병원  요양병원  의원  치과의원  종합병원              소유권          배포처   \n",
       "0    0    0     0     0   0     0     0  GIS United INC.  biz-gis.com  \\\n",
       "1    0    0     0     0   0     0     0  GIS United INC.  biz-gis.com   \n",
       "2    0    0     0     0   0     0     0  GIS United INC.  biz-gis.com   \n",
       "3    0    0     0     0   0     0     0  GIS United INC.  biz-gis.com   \n",
       "4    0    0     0     0   0     0     0  GIS United INC.  biz-gis.com   \n",
       "\n",
       "                        geometry  \n",
       "0  POINT (338825.915 162946.474)  \n",
       "1  POINT (231447.425 478114.975)  \n",
       "2  POINT (225613.220 481253.114)  \n",
       "3  POINT (373720.794 465626.757)  \n",
       "4  POINT (379800.430 458388.160)  "
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "hp_KR= gpd.GeoDataFrame.from_file('./XsDB_HOSPITAL_100M_TM/XsDB_병원_100M_TM.shp', encoding='cp949')\n",
    "hp_KR.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "ae8a8876",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<class 'geopandas.geodataframe.GeoDataFrame'>\n",
      "RangeIndex: 27033 entries, 0 to 27032\n",
      "Data columns (total 20 columns):\n",
      " #   Column    Non-Null Count  Dtype   \n",
      "---  ------    --------------  -----   \n",
      " 0   MEGA_NM   27033 non-null  object  \n",
      " 1   MEGA_CD   27033 non-null  object  \n",
      " 2   CTY_CD    27033 non-null  object  \n",
      " 3   CTY_NM    27033 non-null  object  \n",
      " 4   X_AXIS    27033 non-null  int64   \n",
      " 5   Y_AXIS    27033 non-null  int64   \n",
      " 6   TOTAL     27033 non-null  int64   \n",
      " 7   종합전문병     27033 non-null  int64   \n",
      " 8   한방병원      27033 non-null  int64   \n",
      " 9   치과병원      27033 non-null  int64   \n",
      " 10  한의원       27033 non-null  int64   \n",
      " 11  조산원       27033 non-null  int64   \n",
      " 12  일반병원      27033 non-null  int64   \n",
      " 13  요양병원      27033 non-null  int64   \n",
      " 14  의원        27033 non-null  int64   \n",
      " 15  치과의원      27033 non-null  int64   \n",
      " 16  종합병원      27033 non-null  int64   \n",
      " 17  소유권       27033 non-null  object  \n",
      " 18  배포처       27033 non-null  object  \n",
      " 19  geometry  27033 non-null  geometry\n",
      "dtypes: geometry(1), int64(13), object(6)\n",
      "memory usage: 4.1+ MB\n"
     ]
    }
   ],
   "source": [
    "hp_KR.info()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "f6bb8af1",
   "metadata": {},
   "outputs": [],
   "source": [
    "hp_GJ = hp_KR[hp_KR['CTY_NM'] == \"광진구\"]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "87c3ae8a",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\bbcc6\\AppData\\Local\\Temp\\ipykernel_13680\\1473020808.py:1: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  hp_GJ.rename(columns={'종합전문병':'종합전문병원'}, inplace = True)\n"
     ]
    }
   ],
   "source": [
    "hp_GJ.rename(columns={'종합전문병':'종합전문병원'}, inplace = True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "f7a02715",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>MEGA_NM</th>\n",
       "      <th>MEGA_CD</th>\n",
       "      <th>CTY_CD</th>\n",
       "      <th>CTY_NM</th>\n",
       "      <th>X_AXIS</th>\n",
       "      <th>Y_AXIS</th>\n",
       "      <th>TOTAL</th>\n",
       "      <th>종합전문병원</th>\n",
       "      <th>한방병원</th>\n",
       "      <th>치과병원</th>\n",
       "      <th>한의원</th>\n",
       "      <th>조산원</th>\n",
       "      <th>일반병원</th>\n",
       "      <th>요양병원</th>\n",
       "      <th>의원</th>\n",
       "      <th>치과의원</th>\n",
       "      <th>종합병원</th>\n",
       "      <th>소유권</th>\n",
       "      <th>배포처</th>\n",
       "      <th>geometry</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>670</th>\n",
       "      <td>서울특별시</td>\n",
       "      <td>11</td>\n",
       "      <td>1121</td>\n",
       "      <td>광진구</td>\n",
       "      <td>319550</td>\n",
       "      <td>551050</td>\n",
       "      <td>100</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>25</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>50</td>\n",
       "      <td>25</td>\n",
       "      <td>0</td>\n",
       "      <td>GIS United INC.</td>\n",
       "      <td>biz-gis.com</td>\n",
       "      <td>POINT (207637.004 450658.861)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>681</th>\n",
       "      <td>서울특별시</td>\n",
       "      <td>11</td>\n",
       "      <td>1121</td>\n",
       "      <td>광진구</td>\n",
       "      <td>319150</td>\n",
       "      <td>548650</td>\n",
       "      <td>175</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>125</td>\n",
       "      <td>50</td>\n",
       "      <td>0</td>\n",
       "      <td>GIS United INC.</td>\n",
       "      <td>biz-gis.com</td>\n",
       "      <td>POINT (207262.471 448254.704)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>707</th>\n",
       "      <td>서울특별시</td>\n",
       "      <td>11</td>\n",
       "      <td>1121</td>\n",
       "      <td>광진구</td>\n",
       "      <td>320450</td>\n",
       "      <td>549150</td>\n",
       "      <td>150</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>25</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>100</td>\n",
       "      <td>25</td>\n",
       "      <td>0</td>\n",
       "      <td>GIS United INC.</td>\n",
       "      <td>biz-gis.com</td>\n",
       "      <td>POINT (208557.125 448768.471)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>762</th>\n",
       "      <td>서울특별시</td>\n",
       "      <td>11</td>\n",
       "      <td>1121</td>\n",
       "      <td>광진구</td>\n",
       "      <td>319850</td>\n",
       "      <td>548350</td>\n",
       "      <td>25</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>25</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>GIS United INC.</td>\n",
       "      <td>biz-gis.com</td>\n",
       "      <td>POINT (207965.627 447962.137)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>811</th>\n",
       "      <td>서울특별시</td>\n",
       "      <td>11</td>\n",
       "      <td>1121</td>\n",
       "      <td>광진구</td>\n",
       "      <td>319650</td>\n",
       "      <td>549550</td>\n",
       "      <td>50</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>50</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>GIS United INC.</td>\n",
       "      <td>biz-gis.com</td>\n",
       "      <td>POINT (207752.910 449159.974)</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    MEGA_NM MEGA_CD CTY_CD CTY_NM  X_AXIS  Y_AXIS  TOTAL  종합전문병원  한방병원  치과병원   \n",
       "670   서울특별시      11   1121    광진구  319550  551050    100       0     0     0  \\\n",
       "681   서울특별시      11   1121    광진구  319150  548650    175       0     0     0   \n",
       "707   서울특별시      11   1121    광진구  320450  549150    150       0     0     0   \n",
       "762   서울특별시      11   1121    광진구  319850  548350     25       0     0     0   \n",
       "811   서울특별시      11   1121    광진구  319650  549550     50       0     0     0   \n",
       "\n",
       "     한의원  조산원  일반병원  요양병원   의원  치과의원  종합병원              소유권          배포처   \n",
       "670   25    0     0     0   50    25     0  GIS United INC.  biz-gis.com  \\\n",
       "681    0    0     0     0  125    50     0  GIS United INC.  biz-gis.com   \n",
       "707   25    0     0     0  100    25     0  GIS United INC.  biz-gis.com   \n",
       "762    0    0     0     0   25     0     0  GIS United INC.  biz-gis.com   \n",
       "811    0    0     0     0   50     0     0  GIS United INC.  biz-gis.com   \n",
       "\n",
       "                          geometry  \n",
       "670  POINT (207637.004 450658.861)  \n",
       "681  POINT (207262.471 448254.704)  \n",
       "707  POINT (208557.125 448768.471)  \n",
       "762  POINT (207965.627 447962.137)  \n",
       "811  POINT (207752.910 449159.974)  "
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "hp_GJ.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "69c7be2e",
   "metadata": {},
   "outputs": [],
   "source": [
    "using_columns = ['X_AXIS', 'Y_AXIS', 'TOTAL','한방병원','치과병원','한의원',,\n",
    "                 '일반병원','요양병원','의원','치과의원','종합병원','geometry']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "10929a79",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array(['서울특별시'], dtype=object)"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "hp_GJ['MEGA_NM'].unique()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "50ef4b67",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array(['11'], dtype=object)"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "hp_GJ['MEGA_CD'].unique()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "2bd8aef5",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array(['1121'], dtype=object)"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "hp_GJ['CTY_CD'].unique()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "06489ce4",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array(['광진구'], dtype=object)"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "hp_GJ['CTY_NM'].unique()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "00db7470",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([319550, 319150, 320450, 319850, 319650, 321450, 317850, 317750,\n",
       "       318850, 318050, 318250, 319450, 319050, 317550, 318150, 319250,\n",
       "       320150, 318550, 317950, 317650, 320350, 319750, 318450, 319350,\n",
       "       321550, 321350, 317450, 318950, 320550, 321250, 320250, 320650,\n",
       "       318650, 320750, 320050, 318750, 317350, 321050, 320850, 319950,\n",
       "       320950], dtype=int64)"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "hp_GJ['X_AXIS'].unique()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "29d6b937",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([551050, 548650, 549150, 548350, 549550, 550050, 548550, 552450,\n",
       "       549450, 550450, 548150, 552050, 548750, 550150, 548850, 549650,\n",
       "       551150, 548450, 549250, 548250, 551550, 550750, 551450, 548950,\n",
       "       548050, 549050, 550350, 551750, 547850, 549950, 552250, 550950,\n",
       "       551950, 550250, 549750, 551850, 552150, 552550, 549850, 550850,\n",
       "       549350, 551650, 550550, 550650, 551250, 552350, 547950],\n",
       "      dtype=int64)"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "hp_GJ['Y_AXIS'].unique()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "efefcd01",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([100, 175, 150,  25,  50,  75, 125, 275, 225, 200, 250], dtype=int64)"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "hp_GJ['TOTAL'].unique()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "fa93b94c",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([0], dtype=int64)"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "hp_GJ['종합전문병원'].unique()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "8afe27ec",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([ 0, 25], dtype=int64)"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "hp_GJ['한방병원'].unique()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "2ec17f84",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([ 0, 25], dtype=int64)"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "hp_GJ['치과병원'].unique()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "4a809514",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([0], dtype=int64)"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "hp_GJ['조산원'].unique()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "07d625bd",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([ 0, 25], dtype=int64)"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "hp_GJ['일반병원'].unique()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "22bdb19b",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([ 0, 25], dtype=int64)"
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "hp_GJ['요양병원'].unique()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "3230f03c",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([ 50, 125, 100,  25,   0,  75, 175, 150, 200], dtype=int64)"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "hp_GJ['의원'].unique()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "c28ad91d",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([ 0, 25], dtype=int64)"
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "hp_GJ['치과병원'].unique()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "9f28279a",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([ 0, 25], dtype=int64)"
      ]
     },
     "execution_count": 25,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "hp_GJ['종합병원'].unique()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "id": "a83c8d03",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<GeometryArray>\n",
       "[<POINT (207637.004 450658.861)>, <POINT (207262.471 448254.704)>,\n",
       " <POINT (208557.125 448768.471)>, <POINT (207965.627 447962.137)>,\n",
       "  <POINT (207752.91 449159.974)>, <POINT (209547.548 449679.047)>,\n",
       " <POINT (205957.218 448740.901)>, <POINT (205863.584 448139.864)>,\n",
       " <POINT (206922.176 452051.384)>,  <POINT (206154.029 449043.01)>,\n",
       " ...\n",
       " <POINT (206248.723 449544.052)>,  <POINT (209052.867 449173.76)>,\n",
       " <POINT (209051.806 449273.757)>, <POINT (208456.068 448867.408)>,\n",
       " <POINT (207362.468 448255.765)>,  <POINT (208063.504 448163.19)>,\n",
       "  <POINT (207269.893 447554.73)>, <POINT (209154.984 448974.827)>,\n",
       " <POINT (208044.415 449963.128)>, <POINT (207836.997 450660.982)>]\n",
       "Length: 206, dtype: geometry"
      ]
     },
     "execution_count": 26,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "hp_GJ['geometry'].unique()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "id": "807b8bbd",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>X_AXIS</th>\n",
       "      <th>Y_AXIS</th>\n",
       "      <th>TOTAL</th>\n",
       "      <th>종합전문병원</th>\n",
       "      <th>한방병원</th>\n",
       "      <th>치과병원</th>\n",
       "      <th>한의원</th>\n",
       "      <th>조산원</th>\n",
       "      <th>일반병원</th>\n",
       "      <th>요양병원</th>\n",
       "      <th>의원</th>\n",
       "      <th>치과의원</th>\n",
       "      <th>종합병원</th>\n",
       "      <th>geometry</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>670</th>\n",
       "      <td>319550</td>\n",
       "      <td>551050</td>\n",
       "      <td>100</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>25</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>50</td>\n",
       "      <td>25</td>\n",
       "      <td>0</td>\n",
       "      <td>POINT (207637.004 450658.861)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>681</th>\n",
       "      <td>319150</td>\n",
       "      <td>548650</td>\n",
       "      <td>175</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>125</td>\n",
       "      <td>50</td>\n",
       "      <td>0</td>\n",
       "      <td>POINT (207262.471 448254.704)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>707</th>\n",
       "      <td>320450</td>\n",
       "      <td>549150</td>\n",
       "      <td>150</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>25</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>100</td>\n",
       "      <td>25</td>\n",
       "      <td>0</td>\n",
       "      <td>POINT (208557.125 448768.471)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>762</th>\n",
       "      <td>319850</td>\n",
       "      <td>548350</td>\n",
       "      <td>25</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>25</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>POINT (207965.627 447962.137)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>811</th>\n",
       "      <td>319650</td>\n",
       "      <td>549550</td>\n",
       "      <td>50</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>50</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>POINT (207752.910 449159.974)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26647</th>\n",
       "      <td>319950</td>\n",
       "      <td>548550</td>\n",
       "      <td>25</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>25</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>POINT (208063.504 448163.190)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26666</th>\n",
       "      <td>319150</td>\n",
       "      <td>547950</td>\n",
       "      <td>25</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>25</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>POINT (207269.893 447554.730)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26667</th>\n",
       "      <td>321050</td>\n",
       "      <td>549350</td>\n",
       "      <td>25</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>25</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>POINT (209154.984 448974.827)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26807</th>\n",
       "      <td>319950</td>\n",
       "      <td>550350</td>\n",
       "      <td>25</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>25</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>POINT (208044.415 449963.128)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26951</th>\n",
       "      <td>319750</td>\n",
       "      <td>551050</td>\n",
       "      <td>25</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>25</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>POINT (207836.997 450660.982)</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>206 rows × 14 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "       X_AXIS  Y_AXIS  TOTAL  종합전문병원  한방병원  치과병원  한의원  조산원  일반병원  요양병원   의원   \n",
       "670    319550  551050    100       0     0     0   25    0     0     0   50  \\\n",
       "681    319150  548650    175       0     0     0    0    0     0     0  125   \n",
       "707    320450  549150    150       0     0     0   25    0     0     0  100   \n",
       "762    319850  548350     25       0     0     0    0    0     0     0   25   \n",
       "811    319650  549550     50       0     0     0    0    0     0     0   50   \n",
       "...       ...     ...    ...     ...   ...   ...  ...  ...   ...   ...  ...   \n",
       "26647  319950  548550     25       0     0     0   25    0     0     0    0   \n",
       "26666  319150  547950     25       0     0     0   25    0     0     0    0   \n",
       "26667  321050  549350     25       0     0     0   25    0     0     0    0   \n",
       "26807  319950  550350     25       0     0     0   25    0     0     0    0   \n",
       "26951  319750  551050     25       0     0     0   25    0     0     0    0   \n",
       "\n",
       "       치과의원  종합병원                       geometry  \n",
       "670      25     0  POINT (207637.004 450658.861)  \n",
       "681      50     0  POINT (207262.471 448254.704)  \n",
       "707      25     0  POINT (208557.125 448768.471)  \n",
       "762       0     0  POINT (207965.627 447962.137)  \n",
       "811       0     0  POINT (207752.910 449159.974)  \n",
       "...     ...   ...                            ...  \n",
       "26647     0     0  POINT (208063.504 448163.190)  \n",
       "26666     0     0  POINT (207269.893 447554.730)  \n",
       "26667     0     0  POINT (209154.984 448974.827)  \n",
       "26807     0     0  POINT (208044.415 449963.128)  \n",
       "26951     0     0  POINT (207836.997 450660.982)  \n",
       "\n",
       "[206 rows x 14 columns]"
      ]
     },
     "execution_count": 28,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "result_dataset = hp_GJ[using_columns]\n",
    "result_dataset"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "id": "9c68328c",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#ax = result_dataset.convex_hull.plot(color='green', edgecolor=\"w\", size = 'TOTAL')          \n",
    "ax = result_dataset.convex_hull.plot(color='green', edgecolor=\"w\")       \n",
    "# ax.set_axis_off()                            # 축제거\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "c58b55c5",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.8"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
